Shawon16's picture
End of training
6634588 verified
{
"best_metric": 0.9975093399750934,
"best_model_checkpoint": "/media/cse/HDD/Shawon/shawon/BdSLW60_10_Fold/VideoMAE_Kinetics_fold__7__BdSLW60_SKF/checkpoint-6324",
"epoch": 9.099501661129569,
"eval_steps": 500,
"global_step": 9030,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.1,
"grad_norm": 10.767923355102539,
"learning_rate": 4.9889258028792915e-05,
"loss": 8.5481,
"step": 903
},
{
"epoch": 0.1,
"eval_accuracy": 0.950186799501868,
"eval_loss": 0.33466511964797974,
"eval_runtime": 199.5558,
"eval_samples_per_second": 4.024,
"eval_steps_per_second": 2.014,
"step": 903
},
{
"epoch": 1.1000553709856036,
"grad_norm": 0.11211242526769638,
"learning_rate": 4.44567491079119e-05,
"loss": 0.3596,
"step": 1807
},
{
"epoch": 1.1000553709856036,
"eval_accuracy": 0.9850560398505604,
"eval_loss": 0.05558690428733826,
"eval_runtime": 200.7078,
"eval_samples_per_second": 4.001,
"eval_steps_per_second": 2.003,
"step": 1807
},
{
"epoch": 2.1,
"grad_norm": 0.9380614161491394,
"learning_rate": 3.8901193552356345e-05,
"loss": 0.0616,
"step": 2710
},
{
"epoch": 2.1,
"eval_accuracy": 0.9912826899128269,
"eval_loss": 0.043729331344366074,
"eval_runtime": 211.8932,
"eval_samples_per_second": 3.79,
"eval_steps_per_second": 1.897,
"step": 2710
},
{
"epoch": 3.1000553709856034,
"grad_norm": 0.044262029230594635,
"learning_rate": 3.334563799680079e-05,
"loss": 0.0487,
"step": 3614
},
{
"epoch": 3.1000553709856034,
"eval_accuracy": 0.9937733499377335,
"eval_loss": 0.03196950629353523,
"eval_runtime": 187.8473,
"eval_samples_per_second": 4.275,
"eval_steps_per_second": 2.14,
"step": 3614
},
{
"epoch": 4.1,
"grad_norm": 0.4867474436759949,
"learning_rate": 2.7796234772978964e-05,
"loss": 0.0439,
"step": 4517
},
{
"epoch": 4.1,
"eval_accuracy": 0.9763387297633873,
"eval_loss": 0.1842634081840515,
"eval_runtime": 198.7263,
"eval_samples_per_second": 4.041,
"eval_steps_per_second": 2.023,
"step": 4517
},
{
"epoch": 5.100055370985603,
"grad_norm": 0.006861595902591944,
"learning_rate": 2.2234526885689677e-05,
"loss": 0.0301,
"step": 5421
},
{
"epoch": 5.100055370985603,
"eval_accuracy": 0.9912826899128269,
"eval_loss": 0.03178557753562927,
"eval_runtime": 196.596,
"eval_samples_per_second": 4.085,
"eval_steps_per_second": 2.045,
"step": 5421
},
{
"epoch": 6.1,
"grad_norm": 0.004146910738199949,
"learning_rate": 1.667897133013412e-05,
"loss": 0.0182,
"step": 6324
},
{
"epoch": 6.1,
"eval_accuracy": 0.9975093399750934,
"eval_loss": 0.012872942723333836,
"eval_runtime": 208.814,
"eval_samples_per_second": 3.846,
"eval_steps_per_second": 1.925,
"step": 6324
},
{
"epoch": 7.100055370985603,
"grad_norm": 0.0016800760058686137,
"learning_rate": 1.1117263442844839e-05,
"loss": 0.0067,
"step": 7228
},
{
"epoch": 7.100055370985603,
"eval_accuracy": 0.9962640099626401,
"eval_loss": 0.030484894290566444,
"eval_runtime": 219.6807,
"eval_samples_per_second": 3.655,
"eval_steps_per_second": 1.83,
"step": 7228
},
{
"epoch": 8.1,
"grad_norm": 0.006293433252722025,
"learning_rate": 5.561707887289283e-06,
"loss": 0.0057,
"step": 8131
},
{
"epoch": 8.1,
"eval_accuracy": 0.9962640099626401,
"eval_loss": 0.025703083723783493,
"eval_runtime": 196.4659,
"eval_samples_per_second": 4.087,
"eval_steps_per_second": 2.046,
"step": 8131
},
{
"epoch": 9.099501661129569,
"grad_norm": 0.0016384607879444957,
"learning_rate": 3.076165866863542e-08,
"loss": 0.0006,
"step": 9030
},
{
"epoch": 9.099501661129569,
"eval_accuracy": 0.9962640099626401,
"eval_loss": 0.02475578524172306,
"eval_runtime": 196.0819,
"eval_samples_per_second": 4.095,
"eval_steps_per_second": 2.05,
"step": 9030
},
{
"epoch": 9.099501661129569,
"step": 9030,
"total_flos": 9.006226676074414e+19,
"train_loss": 0.9123596579463511,
"train_runtime": 21643.5311,
"train_samples_per_second": 3.338,
"train_steps_per_second": 0.417
}
],
"logging_steps": 500,
"max_steps": 9030,
"num_input_tokens_seen": 0,
"num_train_epochs": 9223372036854775807,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 3
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 9.006226676074414e+19,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}